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05/30/2023
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
While contrastive self-supervised learning has become the de-facto learn...
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04/08/2023
Massively Parallel Single-Source SimRanks in o(log n) Rounds
SimRank is one of the most fundamental measures that evaluate the struct...
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08/15/2022
Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
Recent years have seen a surge in research on dynamic graph representati...
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05/05/2022
Spiking Graph Convolutional Networks
Graph Convolutional Networks (GCNs) achieve an impressive performance du...
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05/02/2022